GenAI Specialist: LLM, RAG & MLOps

Sia; San Francisco (CA); On-site; USD 95,000 - 116,000; Full time

Benefits offered by this job

Healthcare coverage

FSA

Paid Time Off

Parental leave

401(k) matching

College loan repayment

Job summary

Sia, a leading AI & Data-focused consulting group, seeks a Generative AI Specialist in San Francisco to design and deploy GenAI/LLM solutions across industries. You will bridge data science, ML, and platform teams, guiding clients on cost-effective GenAI paths using RAG, agents, or fine-tuning.

Expect extensive training and collaboration to deliver scalable, secure AI products. Responsibilities include building AI systems, supporting architecture, and developing compliant applications while

Qualifications

• Master's degree or engineering degree in a quantitative field.
• 1–3+ years of practical ML, software engineering, or data science experience with GenAI projects.

Responsibilities

• LLM/GenAI system development: design, build, train, fine-tune, deploy AI models.
• Assist in solution architecture: support GenAI solution design for scalable, secure apps.
• Application development: create GenAI-powered apps meeting business needs and compliance.
• Advanced prompt engineering: design prompts and patterns to balance simplicity and depth.
• RAG implementation: build retrieval augmented generation architectures for accuracy and traceability.
• Model selection & fine-tuning: choose and tune models to maximize value.
• MLOps: implement CI/CD, monitoring, and production lifecycle practices.
• Evaluation & Responsible AI: measure performance, fairness, safety with governance.
• Research & innovation: stay updated and contribute to internal knowledge.
• Collaboration: work across cross-functional teams and communicate clearly.
• Documentation: document methodologies for knowledge sharing.
• Use case differentiation: distinguish GenAI vs traditional NLP use cases.

Skills

Python

NLP/NLU

Fine-tuning LLMs

Prompt engineering

LangChain / LlamaIndex

Vector databases

MLOps

Cloud platforms

Docker

Git

Education

Master's degree or Engineering degree in Computer Science, Engineering, Data Science, or related quantitative field

Tools

AWS/Azure/GCP

Docker

Git

CI/CD tools

Job description

Sia, a leading AI & Data-focused consulting group, seeks a Generative AI Specialist in San Francisco to design and deploy GenAI/LLM solutions across industries. You will bridge data science, ML, and platform teams, guiding clients on cost-effective GenAI paths using RAG, agents, or fine-tuning.

Expect extensive training and collaboration to deliver scalable, secure AI products. Responsibilities include building AI systems, supporting architecture, and developing compliant applications while